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Support vector machines

Identification of Antifreeze Proteins and Their Functional Residues by Support Vector Machine and Genetic Algorithms based on n-Peptide Compositions

Chin-Sheng Yu, Chih-Hao Lu

published 31 May 2011

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Structural Similarity and Classification of Protein Interaction Interfaces

Nan Zhao, Bin Pang, Chi-Ren Shyu, Dmitry Korkin

published 12 May 2011

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Genetic Classification of Populations Using Supervised Learning

Michael Bridges, Elizabeth A. Heron, Colm O'Dushlaine, Ricardo Segurado, The International Schizophrenia Consortium (ISC) , Derek Morris, Aiden Corvin, Michael Gill, Carlos Pinto

published 12 May 2011

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Calpain Cleavage Prediction Using Multiple Kernel Learning

David A. duVerle, Yasuko Ono, Hiroyuki Sorimachi, Hiroshi Mamitsuka

published 03 May 2011

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A Collaborative Filtering Approach for Protein-Protein Docking Scoring Functions

Thomas Bourquard, Julie Bernauer, Jérôme Azé, Anne Poupon

published 22 Apr 2011

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Prediction of Antimicrobial Peptides Based on Sequence Alignment and Feature Selection Methods

Ping Wang, Lele Hu, Guiyou Liu, Nan Jiang, Xiaoyun Chen, Jianyong Xu, Wen Zheng, Li Li, Ming Tan, Zugen Chen, Hui Song, Yu-Dong Cai, Kuo-Chen Chou

published 13 Apr 2011

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Assessment of a 44 Gene Classifier for the Evaluation of Chronic Fatigue Syndrome from Peripheral Blood Mononuclear Cell Gene Expression

Daniel Frampton, Jonathan Kerr, Tim J. Harrison, Paul Kellam

published 30 Mar 2011

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CPORT: A Consensus Interface Predictor and Its Performance in Prediction-Driven Docking with HADDOCK

Sjoerd J. de Vries, Alexandre M. J. J. Bonvin

published 25 Mar 2011

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Combined Evaluation of FDG-PET and MRI Improves Detection and Differentiation of Dementia

Juergen Dukart, Karsten Mueller, Annette Horstmann, Henryk Barthel, Harald E. Möller, Arno Villringer, Osama Sabri, Matthias L. Schroeter

published 23 Mar 2011

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Heart Rate Variability Dynamics for the Prognosis of Cardiovascular Risk

Juan F. Ramirez-Villegas, Eric Lam-Espinosa, David F. Ramirez-Moreno, Paulo C. Calvo-Echeverry, Wilfredo Agredo-Rodriguez

published 28 Feb 2011

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Predictions of Hot Spot Residues at Protein-Protein Interfaces Using Support Vector Machines

Stefano Lise, Daniel Buchan, Massimiliano Pontil, David T. Jones

published 28 Feb 2011

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Comparative Study of SVM Methods Combined with Voxel Selection for Object Category Classification on fMRI Data

Sutao Song, Zhichao Zhan, Zhiying Long, Jiacai Zhang, Li Yao

published 16 Feb 2011

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Connecting Peptide Physicochemical and Antimicrobial Properties by a Rational Prediction Model

Marc Torrent, David Andreu, Victòria M. Nogués, Ester Boix

published 09 Feb 2011

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